SkillOpt-Lite: Agent-Native Skill Training

Working directory: any

Train your skill documents the way neural networks train weights — iterative rollout, reflection, and validation. No external API keys. You are both the worker and the optimizer.

When to Use

• You have a skill that doesn't work well and want to systematically improve it
• You want to create a new skill from scratch using data-driven iteration
• You want to know whether a skill change actually helps or hurts

MUST NOT use for:

• One-off skill fixes (just edit the skill directly)
• Skills that can't be objectively evaluated (purely subjective quality)

Quick Start